Quentin Cappart

Combinatorial Optimization and Reasoning with Graph Neural Networks

Quentin Cappart, Didier Chételat, Elias B. Khalil et al. · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) · 2021 · 170 citations

Artificial Intelligence, Graph Neural Networks, Engineering +14

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 118 citations · Full text

Mathematical Programming, Artificial Intelligence, Constraint Solving +11

Learning the travelling salesperson problem requires rethinking generalization

Chaitanya K. Joshi, Quentin Cappart, Louis-Martin Rousseau et al. · Constraints · 2022 · 73 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +20

Combinatorial Optimization and Reasoning with Graph Neural Networks

Quentin Cappart, Didier Chételat, Elias B. Khalil et al. · 2021 · 54 citations · Full text

Artificial Intelligence, Graph Neural Networks, Engineering +14

Learning TSP Requires Rethinking Generalization

Chaitanya K. Joshi, Quentin Cappart, Louis-Martin Rousseau et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2021 · 42 citations · Full text

Artificial Intelligence, Model Architectures, Engineering +16